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Mgprox: a nonsmooth multigrid proximal gradient method with adaptive restriction for strongly convex optimization

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math.OC 1

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2025 1

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Multilevel Bregman Proximal Gradient Descent

math.OC · 2025-06-04 · unverdicted · novelty 6.0

ML BPGD extends MGOPT to Bregman proximal gradient descent for constrained convex problems, proving global linear convergence across multiple coarse levels and validating on image reconstruction.

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  • Multilevel Bregman Proximal Gradient Descent math.OC · 2025-06-04 · unverdicted · none · ref 2

    ML BPGD extends MGOPT to Bregman proximal gradient descent for constrained convex problems, proving global linear convergence across multiple coarse levels and validating on image reconstruction.